KR101636098B1 - 근 적외선 스펙트럼을 이용하여 탄화수소 처리 스트림 안정성을 예측하는 방법 - Google Patents

근 적외선 스펙트럼을 이용하여 탄화수소 처리 스트림 안정성을 예측하는 방법 Download PDF

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KR101636098B1
KR101636098B1 KR1020117011168A KR20117011168A KR101636098B1 KR 101636098 B1 KR101636098 B1 KR 101636098B1 KR 1020117011168 A KR1020117011168 A KR 1020117011168A KR 20117011168 A KR20117011168 A KR 20117011168A KR 101636098 B1 KR101636098 B1 KR 101636098B1
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spectrum
stability
process stream
samples
hydrocarbon process
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KR1020117011168A
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Korean (ko)
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KR20110086706A (ko
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론 샤프
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날코 컴퍼니
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    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N21/3577—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light for analysing liquids, e.g. polluted water
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N21/359—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using near infrared light
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/26—Oils; Viscous liquids; Paints; Inks
    • G01N33/28—Oils, i.e. hydrocarbon liquids
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2291/00—Indexing codes associated with group G01N29/00
    • G01N2291/02—Indexing codes associated with the analysed material
    • G01N2291/022—Liquids
    • G01N2291/0226—Oils, e.g. engine oils

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  • Physics & Mathematics (AREA)
  • Chemical & Material Sciences (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Pathology (AREA)
  • Immunology (AREA)
  • General Physics & Mathematics (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • Engineering & Computer Science (AREA)
  • Oil, Petroleum & Natural Gas (AREA)
  • Medicinal Chemistry (AREA)
  • Food Science & Technology (AREA)
  • General Chemical & Material Sciences (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
KR1020117011168A 2008-10-20 2009-10-20 근 적외선 스펙트럼을 이용하여 탄화수소 처리 스트림 안정성을 예측하는 방법 KR101636098B1 (ko)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US12/254,519 US8017910B2 (en) 2008-10-20 2008-10-20 Method for predicting hydrocarbon process stream stability using near infrared spectra
US12/254,519 2008-10-20

Publications (2)

Publication Number Publication Date
KR20110086706A KR20110086706A (ko) 2011-07-29
KR101636098B1 true KR101636098B1 (ko) 2016-07-04

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KR1020117011168A KR101636098B1 (ko) 2008-10-20 2009-10-20 근 적외선 스펙트럼을 이용하여 탄화수소 처리 스트림 안정성을 예측하는 방법

Country Status (12)

Country Link
US (1) US8017910B2 (ru)
EP (1) EP2350615B1 (ru)
JP (1) JP5583131B2 (ru)
KR (1) KR101636098B1 (ru)
CN (1) CN102187202B (ru)
AR (1) AR073948A1 (ru)
BR (1) BRPI0919922B1 (ru)
CA (1) CA2740367C (ru)
ES (1) ES2731891T3 (ru)
MX (1) MX2011004170A (ru)
RU (1) RU2502984C2 (ru)
WO (1) WO2010048143A1 (ru)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20210085204A (ko) * 2019-12-30 2021-07-08 한국에너지기술연구원 유분의 아스팔텐 분산 안정성 측정 방법

Families Citing this family (33)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8735820B2 (en) * 2010-04-09 2014-05-27 Tesoro Refining And Marketing Company Direct match spectrographic determination of fuel properties
US20110278460A1 (en) * 2010-05-13 2011-11-17 Baker Hughes Incorporated Method and apparatus for determining the coke generation tendency of hydrocarbons
US9038451B2 (en) 2010-07-08 2015-05-26 Baker Hughes Incorporated Optical method for determining fouling of crude and heavy fuels
US8849582B2 (en) * 2010-12-21 2014-09-30 Invensys Systems, Inc. Offline analyzer system and method for multivariate characterization of properties in crude and heavy hydrocarbon oils
CN102419309B (zh) * 2011-08-12 2013-07-31 中国石油天然气股份有限公司 一种检测重质渣油稳定性的方法
CN102521678B (zh) * 2011-12-22 2016-01-13 中国人民解放军总后勤部油料研究所 一种液体石油产品储存期预测平台及方法
CN102521519B (zh) * 2011-12-22 2015-06-10 中国人民解放军总后勤部油料研究所 一种液体石油产品储存期预测方法及系统
CN102565010A (zh) * 2011-12-30 2012-07-11 大连海事大学 油品稳定性判定方法和装置
US20130184382A1 (en) 2012-01-12 2013-07-18 Baker Hughes Incorporated Process for preparing blends of bitumen having known stability properties
KR101287300B1 (ko) * 2012-04-17 2013-07-17 에스케이에너지 주식회사 안정화된 탄화수소 오일 블렌드의 제조방법
US10668408B2 (en) 2012-11-30 2020-06-02 Suncor Energy Inc Measurement and control of bitumen-containing process streams
GB2516126B (en) 2013-12-09 2015-07-08 Intertek Group Plc Method and system for analysing a blend of two or more hydrocarbon feed streams
US10228708B2 (en) * 2014-06-13 2019-03-12 Topnir Systems Sas Method for optimising a mixture of components by means of spectral analysis
CN104596985A (zh) * 2015-01-21 2015-05-06 中国食品发酵工业研究院 快速鉴别沙棘籽油制取工艺的方法
US9709545B2 (en) 2015-07-23 2017-07-18 Tesoro Refining & Marketing Company LLC Methods and apparatuses for spectral qualification of fuel properties
EP3405898A1 (en) * 2016-01-21 2018-11-28 Protein Dynamic Solutions LLC Method and system for spectral data analysis
US10954448B2 (en) 2017-08-18 2021-03-23 Canadian Natural Resources Limited High temperature paraffinic froth treatment process
JP6438549B1 (ja) * 2017-08-24 2018-12-12 日本分光株式会社 機械学習を用いた未知化合物の分類方法
US10696906B2 (en) 2017-09-29 2020-06-30 Marathon Petroleum Company Lp Tower bottoms coke catching device
EP3517952A1 (en) * 2018-01-29 2019-07-31 Bharat Petroleum Corporation Limited Prediction of crude oil blend compatibility and blend optimization for increasing heavy oil processing
US12000720B2 (en) 2018-09-10 2024-06-04 Marathon Petroleum Company Lp Product inventory monitoring
US12031676B2 (en) 2019-03-25 2024-07-09 Marathon Petroleum Company Lp Insulation securement system and associated methods
US11975316B2 (en) 2019-05-09 2024-05-07 Marathon Petroleum Company Lp Methods and reforming systems for re-dispersing platinum on reforming catalyst
IL294130A (en) * 2019-12-24 2022-08-01 Bl Technologies Inc System and method for determining peptization values and visbreaker control
KR102278140B1 (ko) * 2019-12-30 2021-07-16 한국에너지기술연구원 역적정을 이용한 유분의 혼화성 측정 방법
CN111238997B (zh) * 2020-02-12 2021-07-27 江南大学 一种原油脱盐脱水过程的进料密度在线测量方法
CA3109606C (en) 2020-02-19 2022-12-06 Marathon Petroleum Company Lp Low sulfur fuel oil blends for paraffinic resid stability and associated methods
US11702600B2 (en) 2021-02-25 2023-07-18 Marathon Petroleum Company Lp Assemblies and methods for enhancing fluid catalytic cracking (FCC) processes during the FCC process using spectroscopic analyzers
US11905468B2 (en) 2021-02-25 2024-02-20 Marathon Petroleum Company Lp Assemblies and methods for enhancing control of fluid catalytic cracking (FCC) processes using spectroscopic analyzers
US11898109B2 (en) 2021-02-25 2024-02-13 Marathon Petroleum Company Lp Assemblies and methods for enhancing control of hydrotreating and fluid catalytic cracking (FCC) processes using spectroscopic analyzers
US20220268694A1 (en) 2021-02-25 2022-08-25 Marathon Petroleum Company Lp Methods and assemblies for determining and using standardized spectral responses for calibration of spectroscopic analyzers
US11692141B2 (en) 2021-10-10 2023-07-04 Marathon Petroleum Company Lp Methods and systems for enhancing processing of hydrocarbons in a fluid catalytic cracking unit using a renewable additive
US11802257B2 (en) 2022-01-31 2023-10-31 Marathon Petroleum Company Lp Systems and methods for reducing rendered fats pour point

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0304233A1 (en) 1987-08-18 1989-02-22 Bp Oil International Limited Method and apparatus for determining the flocculation threshold of a petroleum product
WO2004042375A1 (en) 2002-11-06 2004-05-21 Her Majesty The Queen In Right Of Canada As Represented By The Minister Of Natural Resources Canada Nir spectroscopy method for analyzing chemical process components

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
ES2095205T3 (es) * 1987-08-18 1997-02-16 Bp Oil Int Metodo para la determinacion directa de propiedades fisicas de productos hidrocarbonados.
US5349188A (en) * 1990-04-09 1994-09-20 Ashland Oil, Inc. Near infrared analysis of piano constituents and octane number of hydrocarbons
FI97083C (fi) * 1993-12-31 1996-10-10 Neste Oy Menetelmä ja laite öljyn stabiilisuuden mittaamiseksi
JP2866604B2 (ja) * 1994-11-10 1999-03-08 株式会社コスモ総合研究所 油中の不溶解分濃度測定方法及びその装置
WO1996018881A1 (en) * 1994-12-13 1996-06-20 Exxon Research & Engineering Company Non linear multivariate infrared analysis method
AR003845A1 (es) * 1995-10-18 1998-09-09 Shell Int Research Un método para predecir una propiedad física de un residuo de petróleo crudo, de un petróleo combustible (fuel oil) residual o de un material bituminoso.
US6087662A (en) 1998-05-22 2000-07-11 Marathon Ashland Petroleum Llc Process for analysis of asphaltene content in hydrocarbon mixtures by middle infrared spectroscopy
US6587702B1 (en) * 1999-01-22 2003-07-01 Instrumentation Metrics, Inc Classification and characterization of tissue through features related to adipose tissue
US6773921B1 (en) * 1999-06-10 2004-08-10 The University Of Wyoming Research Corporation Predicting proximity to coke formation
CN1125331C (zh) * 1999-07-06 2003-10-22 中国石油化工集团公司 一种测定渣油组分含量的方法
FR2820503B1 (fr) * 2001-02-07 2003-04-04 Inst Francais Du Petrole Methode et dispositif pour predire le seuil de floculation d'asphaltenes contenus dans des melanges d'hydrocarbures
US7319040B2 (en) * 2002-10-28 2008-01-15 Ineos Usa Llc Process control using on-line instrumentation and process models
US20050040072A1 (en) 2003-07-21 2005-02-24 Marco Respini Stability of hydrocarbons containing asphal tenes
RU2334971C2 (ru) * 2006-08-09 2008-09-27 ООО "Интеллектуальные Компьютерные Технологии" Способ идентификации и контроля качества многокомпонентных соединений

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0304233A1 (en) 1987-08-18 1989-02-22 Bp Oil International Limited Method and apparatus for determining the flocculation threshold of a petroleum product
WO2004042375A1 (en) 2002-11-06 2004-05-21 Her Majesty The Queen In Right Of Canada As Represented By The Minister Of Natural Resources Canada Nir spectroscopy method for analyzing chemical process components

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20210085204A (ko) * 2019-12-30 2021-07-08 한국에너지기술연구원 유분의 아스팔텐 분산 안정성 측정 방법
KR102278139B1 (ko) * 2019-12-30 2021-07-16 한국에너지기술연구원 유분의 아스팔텐 분산 안정성 측정 방법

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WO2010048143A1 (en) 2010-04-29
JP5583131B2 (ja) 2014-09-03
US20100096552A1 (en) 2010-04-22
RU2502984C2 (ru) 2013-12-27
BRPI0919922A2 (pt) 2016-02-16
RU2011113497A (ru) 2012-11-27
CA2740367A1 (en) 2010-04-29
EP2350615B1 (en) 2019-05-01
BRPI0919922B1 (pt) 2019-10-01
AR073948A1 (es) 2010-12-15
EP2350615A1 (en) 2011-08-03
CN102187202B (zh) 2014-12-24
MX2011004170A (es) 2011-11-29
ES2731891T3 (es) 2019-11-19
JP2012506532A (ja) 2012-03-15
CA2740367C (en) 2016-12-20
KR20110086706A (ko) 2011-07-29
CN102187202A (zh) 2011-09-14
US8017910B2 (en) 2011-09-13

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